The Predictive Edge
Description
Use ChatGPT to improve your analysis of stock markets and securities
In The Predictive Edge: Outsmart the Market Using Generative AI and ChatGPT in Financial Forecasting, renowned AI and finance researcher Dr. Alejandro Lopez-Lira delivers an engaging and insightful new take on how to use large language models (LLMs) like ChatGPT to find new investment opportunities and make better trading decisions. In the book, you'll learn how to interpret the outputs of LLMs to craft sounder trading strategies and incorporate market sentiment into your analyses of individual securities.
In addition to a complete and accessible explanation of how ChatGPT and other LLMs work, you'll find:
- Discussions of future trends in artificial intelligence and finance
- Strategies for implementing new and soon-to-come AI tools into your investing strategies and processes
- Techniques for analyzing market sentiment using ChatGPT and other AI tools
A can't-miss playbook for taking advantage of the full potential of the latest AI advancements, The Predictive Edge is a fully to-date and exciting exploration of the intersection of tech and finance. It will earn a place on the bookshelves of individual and professional investors everywhere.
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ALEJANDRO LOPEZ-LIRA, PHD, is an Assistant Professor of Finance at the University of Florida. His award-winning research is focused on machine learning and textual analysis and he has a lengthy background in finance from renowned institutions. He was the recipient of the 2023 BlackRock Best Paper Prize for the research underpinning this book.
Content
Preface ix
Introduction xi
Part I Fundamentals 1
Chapter 1 Understanding the Stock Market 3
Chapter 2 Understanding Artificial Intelligence 27
Chapter 3 Large Language Models: A Game Changer 51
Chapter 4 Advanced Topics in LLMs 71
Part II ChatGPT and Stock Prediction 87
Chapter 5 What Is ChatGPT? 89
Chapter 6 Can ChatGPT Forecast Stock Price Movements? 121
Chapter 7 Implementing a ChatGPT Trading Strategy: A Step-by-Step Guide 135
Chapter 8 ChatGPT in Action: Practical Applications 157
Part III Envisioning a Financial Future with AI 175
Chapter 9 The Future of AI in Financial Forecasting 177
Chapter 10 How AI Is Shaping Our Economic Future 191
Appendix: Check Your Understanding Answers 211
References 229
Acknowledgments 233
About the Author 235
Index 237
